{"id":"W4400065351","doi":"10.1016/j.jcct.2024.05.005","title":"Coronary Ct Angiography-derived Precursors Of Acute Coronary Syndrome In Ischemia-causing Lesions","year":2024,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Acute coronary syndrome; Cardiology; Coronary angiography; Ischemia; Internal medicine; Myocardial ischemia; Angiography; Radiology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707829,0.0007320323,0.0003651355,0.001759642,0.0006658216,0.001332245,0.0007824453,0.001340276,0.00486587],"category_scores_gemma":[0.006474419,0.0004359976,0.0003119519,0.0008460669,0.000642036,0.000822605,0.0006831969,0.00112516,0.0007856116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566196,"about_ca_system_score_gemma":0.0006107728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122646,"about_ca_topic_score_gemma":0.0008736336,"domain_scores_codex":[0.999625,0.00007605166,0.00005047016,0.00005502403,0.00008405908,0.0001094475],"domain_scores_gemma":[0.9976341,0.0008182137,0.0005436603,0.0001528321,0.0002862356,0.0005649895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003751333,0.00008719128,0.9255337,0.0000231122,0.0000173164,0.06849674,0.0001291088,0.000105982,0.002440513,0.000470453,0.0002349108,0.002085858],"study_design_scores_gemma":[0.00002806215,0.0002486265,0.7436117,0.00005675428,0.00006840756,0.2506427,0.0006936124,0.001277357,0.001505045,0.00124983,0.000596326,0.0000215597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927804,0.0007188974,0.00054959,0.0002753479,0.00003908348,0.00003008839,0.000170451,0.0000187087,0.005417504],"genre_scores_gemma":[0.9988419,0.0002812714,0.0003156887,0.00004271987,0.0001049122,0.000007901785,0.0001961536,0.000006072363,0.0002033805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00486587,"threshold_uncertainty_score":0.01627791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122855892399137,"score_gpt":0.2463646739092851,"score_spread":0.2351361149852937,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}